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I am Oleksandr Dovhulia, a MSc Engineer with a strong background in high-stakes quantitative analysis and risk management. I excel at building data-driven systems to identify patterns and mitigate risks in fast-paced environments. Currently, I am developing advanced algorithmic investment models in Python, specializing in multi-stage data pipelines and statistical forecasting. I apply rigorous engineering standards (HACCP/ISO) to ensure model reliability and technical safety.…I am Oleksandr Dovhulia, a MSc Engineer with a strong background in high-stakes quantitative analysis and risk management. I excel at building data-driven systems to identify patterns and mitigate risks in fast-paced environments. Currently, I am developing advanced algorithmic investment models in Python, specializing in multi-stage data pipelines and statistical forecasting. I apply rigorous engineering standards (HACCP/ISO) to ensure model reliability and technical safety.

Oleksandr Dovhulia

Data Scientist, AI Engineer, Data Analyst, +4

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I am Oleksandr Dovhulia, a MSc Engineer with a strong background in high-stakes quantitative analysis and risk management. I excel at building data-driven systems to identify patterns and mitigate risks in fast-paced environments. Currently, I am developing advanced algorithmic investment models in Python, specializing in multi-stage data pipelines and statistical forecasting. I apply rigorous engineering standards (HACCP/ISO) to ensure model reliability and technical safety.…I am Oleksandr Dovhulia, a MSc Engineer with a strong background in high-stakes quantitative analysis and risk management. I excel at building data-driven systems to identify patterns and mitigate risks in fast-paced environments. Currently, I am developing advanced algorithmic investment models in Python, specializing in multi-stage data pipelines and statistical forecasting. I apply rigorous engineering standards (HACCP/ISO) to ensure model reliability and technical safety.

Available to hire

I am Oleksandr Dovhulia, a MSc Engineer with a strong background in high-stakes quantitative analysis and risk management. I excel at building data-driven systems to identify patterns and mitigate risks in fast-paced environments.

Currently, I am developing advanced algorithmic investment models in Python, specializing in multi-stage data pipelines and statistical forecasting. I apply rigorous engineering standards (HACCP/ISO) to ensure model reliability and technical safety.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Language

English

Advanced

Ukrainian

Fluent

Russian

Fluent

Work Experience

Independent Researcher (Algorithmic Investment Modelling) at Self-Employed / Independent Research

September 1, 2025 - Present

Conducted extensive statistical analysis of market patterns (volatility cycles, growth/decay probabilities). Built automated visualization tools for complex datasets to ensure model transparency and facilitate decision-making.

Quantitative Markets Specialist at Sports Trading Analyst

January 1, 2019 - January 1, 2024

Executed extensive high-frequency data analysis in competitive sports markets. Identified market inefficiencies through statistical pattern recognition and real-time probability assessments. Developed a disciplined framework for evaluating multi-variable scenarios in fast-paced environments.

Independent Researcher: Algorithmic Investment Modelling

September 1, 2025 - Present

Built a hybrid forecasting framework in Google Colab analyzing price movements through 'heavy' (candles) and 'light' (% change) models. Integrated macro-economic indicators into the model context for improved predictive accuracy. Conducted deep statistical analysis of market patterns, focusing on growth/decay probabilities and volatility cycles. Implemented automated visualizations for dataset transparency and performance tracking.

Quantitative Markets Specialist | Sports Trading Analyst

January 1, 2020 - December 31, 2025

Managed risk and capital allocation in high-frequency competitive markets for over five years. Identified market inefficiencies using statistical pattern recognition and real-time probability assessments. Developed disciplined frameworks for evaluating complex, multi-variable scenarios under high pressure.

Algorithmic Investment Modeling - Python Developer / Analyst at Independent Research

September 1, 2025 - Present

Developed a hybrid forecasting framework analyzing price moves using heavy- and light-weight models; integrated macroeconomic indicators into the model context to improve predictive accuracy; conducted deep statistical analysis of market patterns focusing on growth/decay probabilities and volatility cycles; implemented automated visualization tools for data transparency and performance tracking.

Quantitative Markets Specialist | Sports Trading Analyst at Sports Trading

January 1, 2020 - January 1, 2025

Managed risk and capital allocation in high-frequency competitive markets for over five years; identified market inefficiencies using statistical pattern recognition and real-time probability assessments; developed disciplined frameworks for evaluating complex, multi-variable scenarios under high pressure.